垃圾桶未盖检测

针对厨房场景，实时监测是否有未正常盖盖的垃圾桶，主要包括翻盖垃圾桶（中小型）、塑料大圆桶，标准小垃圾桶（圆或方），明显装了垃圾的小圆水桶、油漆桶等。
精度对应场景或者限制条件
1）场景限定：厨房和市场等场景。
2）图片分辨率：1080p
3）设备/镜头：支持RGB可见光识别；不支持红外识别
4) 识别对象尺寸：最小尺寸：40*40px，遮挡：遮挡<50%
5）识别的种类：
①翻盖垃圾桶（中小型）
②塑料圆桶
③标准小垃圾桶（圆形或方形开口）
④明显装了垃圾的小圆水桶、油漆桶
不支持大型回收垃圾桶、分类垃圾桶

This dataset targets kitchen scenarios, with the primary objective of real-time monitoring of trash cans that are not properly covered. The covered identifiable objects mainly include small and medium-sized flip-top trash cans, large plastic round barrels, standard small trash cans (with round or square openings), as well as small round water buckets and paint buckets that clearly contain garbage.

The scenarios and constraint conditions related to recognition precision are as follows:
1. Scenario limitation: Scenarios such as kitchens and markets.
2. Image resolution: 1080p
3. Equipment and lens: Supports RGB visible light recognition, and does not support infrared recognition
4. Recognizable target size: Minimum size: 40×40px; Occlusion requirement: Occlusion rate < 50%
5. Recognizable object categories:
① Small and medium-sized flip-top trash cans
② Large plastic round barrels
③ Standard small trash cans (with round or square openings)
④ Small round water buckets and paint buckets that clearly contain garbage
Note: Recognition of large recycling trash cans and classified trash cans is not supported.

搜集汇总

背景与挑战

背景概述

该数据集专注于厨房和市场场景下的垃圾桶未盖检测，支持多种小型垃圾桶类型的识别，但对检测条件和对象有特定限制。